Dr. Taylor Helen Ferebee

Sr. Data Scientist I | Applied Biological AI & Strategy | Gene Editing

Publications


Deep learning assisted identification of tissue-specific regulatory components in the Andropogoneae


Taylor H. Ferebee, Travis Wrightsman, Jingjing Zhai, Charlie Hale, Merritt Burch, Cinta Romay, Edward S. Buckler, Michelle Stitzer


Extensive genome evolution distinguishes maize within a stable tribe of grasses


Michelle C. Stitzer, Arun S. Seetharam, Armin Scheben, Sheng-Kai Hsu, Aimee J. Schulz, Taylor M. Aubuchon-Elder, Mohamed El-Walid, Taylor H. Ferebee, Charles O. Hale, Thuy La, Zong-Yan Liu, Sarah J. McMorrow, P. Minx, Alyssa R. Phillips, Michael L. Syring, Travis Wrightsman, Jingjing Zhai, Rémy Pasquet, C. McAllister, S. Malcomber, P. Traiperm, D. Layton, Jinshun Zhong, D. Costich, R. Dawe, K. Fengler, Charlotte Harris, Zach Irelan, V. Llaca, P. Parakkal, Gina Zastrow-Hayes, M. Woodhouse, Ethalinda K. S. Cannon, J. Portwood, Carson M. Andorf, Patrice S. Albert, J. Birchler, Adam Siepel, J. Ross-Ibarra, M. Romay, Elizabeth A. Kellogg, E. Buckler, M. Hufford

bioRxiv, 2025


Current genomic deep learning architectures generalize across grass species but not alleles


Travis Wrightsman, Taylor H. Ferebee, M. Romay, Arun S. Seetharam, Taylor M. Aubuchon-Elder, Alyssa R. Phillips, Michael L. Syring, M. Hufford, Elizabeth A. Kellogg, E. Buckler

bioRxiv, 2024


Fishing for a reelGene: evaluating gene models with evolution and machine learning


Aimee J. Schulz, Jingjing Zhai, Taylor M. Aubuchon-Elder, Mohamed El-Walid, Taylor H. Ferebee, Elizabeth H Gilmore, M. Hufford, Lynn Johnson, Elizabeth A. Kellogg, T. La, Evan M Long, Zachary R. Miller, M. Romay, Arun S. Seetharam, Michelle C. Stitzer, Travis Wrightsman, E. Buckler, B. Monier, Sheng‐Kai Hsu

bioRxiv, 2023



Peer Reviewed


Ten simple rules for creating a global network in computational biology


Jenea Imani Adams, Taylor Ferebee, M. Minto, K. Pennerman, N. Chambwe

PLoS Computational Biology, 2022


Elucidating the patterns of pleiotropy and its biological relevance in maize


Merritt Khaipho-Burch, Taylor Ferebee, Anju Giri, Guillaume P. Ramstein, B. Monier, Emily Yi, M. Romay, E. Buckler

bioRxiv, 2022


The role of transposon inverted repeats in balancing drought tolerance and yield-related traits in maize


Xiaopeng Sun, Yanli Xiang, Nannan Dou, Hui Zhang, Surui Pei, Arcadio Valdes Franco, Mitra Menon, Brandon Monier, Taylor Ferebee, Tao Liu, Sanyang Liu, Yuchi Gao, Jubin Wang, William Terzaghi, Jianbing Yan, Sarah Hearne, Lin Li, Feng Li, Mingqiu Dai

Nature Biotechnology, 2022, pp. 1-8


Presentations

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